An automatic filtering procedure for processing biomechanical kinematic signals

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3337, Issue , 2004, Pages 281-291

  Alonso, Francisco Javier ^a   Del Castillo, José María ^a   Pintado, Publio ^b  

^a UNIVERSITY OF EXTREMADURA   (Spain)

^b UNIVERSITY OF CASTILLA LA MANCHA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

SPECTRUM ANALYSIS; SYSTEMATIC ERRORS; TIME SERIES;

AUTOMATIC FILTERING; DIGITAL FILTERING; DISPLACEMENT SIGNALS; DYNAMICAL ANALYSIS; HIGH-FREQUENCY NOISE; KINEMATIC SIGNALS; MOTION CAPTURE SYSTEM; SINGULAR SPECTRUM ANALYSIS;

BIOMECHANICS;

EID: 35048871127     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30547-7_29     Document Type: Article

References (20)

1. Vaughan, C.L.: Smoothing and differentiation of displacement-time data: an application of splines and digital filtering. International Journal of Bio-Medical Computing 13 (1982) 375-386
2. Bogert, A.J. van den, de Koning J.J.: On optimal filtering for inverse dynamics analysis. Proceedings of the 9th Canadian Society of Biomechanics Congress. Burnaby, B.C., (1996) 214-215
3. Hatze, H.: The fundamental problem of myoskeletal inverse dynamics and its implications. Journal of Biomechanics 35 (2002) 109-115
4. D'Amico, M., Ferrigno, G.: Tecnique for the evaluation of derivatives from noisy biomechanical displacement data using a model-based bandwith-selection procedure. Med. and Biol. Eng. and Comp. 28 (1990) 407-415
5. D'Amico, M., Ferrigno, G.: Comparison between the more recent techniques for smoothing and derivative assesment in biomechanics. Med. and Biol. Eng. and Comp. 30 (1992) 193-204
6. Giakas, G., Baltzopoulos, V.: A comparison of automatic filtering techniques applied to biomechanical walking data. Journal of Biomechanics 30 (1997) 847-850
7. Giakas, G., Baltzopoulos, V.: Optimal digital filtering requires a different cut-off frequency strategy for the determination of the higher derivatives. Journal of Biomechanics 30 (1997) 851-855
8. Giakas, G., Baltzopoulos, V.: Improved extrapolation techniques in recursive digital filtering: a comparison of least squares and prediction. Journal of Biomechanics 31 (1998) 87-91
9. Walker, J.A.: Estimating velocities and accelerations of animal locomotion: a simulation experiment comparing numerical differentiation algorithms. The Journal of Experimental Biology 201 (1998) 981-995
10. Woltring, H. J.: Smoothing and differentiation techniques applied to 3-D data. In: Allard, P., Stokes, I.A.F., Blanchi, J.P. (eds.): Three Dimensional Analysis of Human Movement. Human Kinetics, Champaign, IL (1995) 79-99
11. Giakas, G., Stergioulas, L.K., Vourdas, A.: Time-frequency analysis and filtering of kinematic signals with impacts using the Wigner function: accurate estimation of the second derivative. Journal of Biomechanics 33 2000 567-574
12. Georgiakis, A., Stergioulas, L.K., Giakas, G.: Wigner filtering with smooth roll-off boundary for differentiation of noisy non-stationary signals. Signal Processing 82 2002 1411-1415
13. Adham, R.I., Shihab, S.A.: Discrete wavelet transform: a tool in smoothing kinematic data. Journal of Biomechanics 32 (1999) 317-321
14. Alonso, F.J., Del Castillo, J.M., Pintado, P.: Application of singular spectrum analysis to the smoothing of raw kinematic signals. Journal of Biomechanics In Press, Corrected Proof, Available online 15 July 2004
15. Golyandina, N., Nekrutkin, V., Zhigljavsky, A.: Analisys of Time Series Structure - SSA and Related Techniques. Chapman & Hall/CRC, Boca Raton, Florida (2001) 13-78
16. Vautard, R., Ghil, M.: Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series. Physica D: Nonlinear Phenomena 35 (1989) 395-424
17. Vautard, R., Yiou, P., Ghil, M.: Singular-spectrum analysis: A toolkit for short, noisy chaotic signals. Physica D: Nonlinear Phenomena 58 (1992) 95-126
18. Pasmanter, R.A.: Variational search of periodic motions in complex dynamical systems. Chaos, Solitons and Fractals 6 (1995) 447-454
19. Burden, R.L., Faires, J.D., Reynolds, A.C.: Numerical Analysis. PWS Publishers, Boston (1981)
20. Dowling, J.: A modelling strategy for the smoothing of biomechanical data. In: Johnsson, B. (ed.): Biomechanics, Vol. XB. Human Kinetics, Champaign, IL, (1985) 1163-1167